M. Girish Chandra

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 60

Top Topics

Function Approximation

Dictionary Learning

Signal Processing

Top Venues

BuildSys@SenSys

Publications

Sayantan Pramanik, Kaumudibikash Goswami, Sourav Chatterjee, M. Girish Chandra
Trust: Trust-Region Optimisation with Ising Machines. CoRR (2024)
Rajat Bhattacharjya, Alish Kanani, Achanna Anil Kumar, Manoj Nambiar, M. Girish Chandra, Rekha Singhal
Ellora: Exploring Low-Power OFDM-based Radar Processors using Approximate Computing. LASCAS (2024)
Jezer Jojo, Ankit Khandelwal, M. Girish Chandra
Novel Objective Function and Expectation Value Estimation Method for the Variational Quantum Singular Value Decomposition Algorithm. COMSNETS (2024)
Prabhat Anand, M. Girish Chandra, Ankit Khandelwal
Time-Series Forecasting Using Continuous Variables-Based Quantum Neural Networks. COMSNETS (2024)
Kunal Sinha, Rajas Dalvi, M. Girish Chandra, Sourav Chatterjee
MetQuan - A Comprehensive Toolkit for Variational Quantum Sensing and Metrology. COMSNETS (2024)
Namasi G. Sankar, Ankit Khandelwal, M. Girish Chandra
Quantum-Enhanced Resilient Reinforcement Learning Using Causal Inference. COMSNETS (2024)
Amey Bhatuse, Ankit Khandelwal, M. Girish Chandra
Generative Learning with Qopula Circuits. COMSNETS (2024)
Naman Jain, Ankit Khandelwal, M. Girish Chandra
Efficient and Flexible Annealer-Gate Hybrid Model for Solving Large-Scale Portfolio Optimization. QCE (2023)
Rajat Bhattacharjya, Alish Kanani, Achanna Anil Kumar, Manoj Nambiar, M. Girish Chandra, Rekha Singhal
Ellora: Exploring Low-Power OFDM-based Radar Processors using Approximate Computing. CoRR (2023)
Kriti Kumar, Angshul Majumdar, Achanna Anil Kumar, M. Girish Chandra
Unsupervised Domain Adaptation via Subspace Interpolating Deep Dictionary Learning: A Case Study in Machine Inspection. ICASSP (2023)
Naibedya Pattnaik, Kriti Kumar, Achanna Anil Kumar, M. Girish Chandra
Graph Assisted Unsupervised Domain Adaptation for Machine Fault Diagnosis. EUSIPCO (2023)
Ankit Khandelwal, M. Girish Chandra
Quantum Machine Learning with Quantum Topological Data Analysis. QCE (2023)
Kriti Kumar, Angshul Majumdar, Achanna Anil Kumar, M. Girish Chandra
Transform Based Subspace Interpolation for Unsupervised Domain Adaptation Applied to Machine Inspection. EUSIPCO (2023)
Ankit Khandelwal, M. Girish Chandra
Quantum-Enhanced Topological Data Analysis: A Peep from an Implementation Perspective. IPDPS Workshops (2023)
Saurabh Sahu, Kriti Kumar, Angshul Majumdar, Achanna Anil Kumar, M. Girish Chandra
Label-Consistent Convolutional Dictionary Learning for Machine Inspection. EUSIPCO (2023)
Naibedya Pattnaik, Uday Sai Vemula, Kriti Kumar, Achanna Anil Kumar, Angshul Majumdar, M. Girish Chandra, Arpan Pal
CycleGAN Based Unsupervised Domain Adaptation for Machine Fault Diagnosis. SenSys (2022)
Kriti Kumar, Angshul Majumdar, M. Girish Chandra
DeepDive: Deep Latent Factor Model for Enhancing Diversity in Recommender Systems. ICDM (Workshops) (2022)
Sayantan Pramanik, Vishnu Vaidya, Gajendra Malviya, Sudhir K. Sinha, Shripad Salsingikar, M. Girish Chandra, C. V. Sridhar, Godfrey Mathais, Vidyut Navelkar
Optimization of Sensor-Placement on Vehicles using Quantum-Classical Hybrid Methods. QCE (2022)
Bhaskar Ramasubramanian, M. A. Rajan, M. Girish Chandra, Rance Cleaveland, Steven I. Marcus
Resilience to denial-of-service and integrity attacks: A structured systems approach. Eur. J. Control 63 (2022)
Sayantan Pramanik, M. Girish Chandra, C. V. Sridhar, Aniket Kulkarni, Prabin Sahoo, Chethan D. V. Vishwa, Hrishikesh Sharma, Vidyut Navelkar, Sudhakara Poojary, Pranav Shah, Manoj Nambiar
A Quantum-Classical Hybrid Method for Image Classification and Segmentation. SEC (2022)
Ankit Khandelwal, M. Girish Chandra, Sayantan Pramanik
On Classifying Images using Quantum Image Representation. SEC (2022)
Naveen Kumar Thokala, Spoorthy Paresh, M. Girish Chandra
An effective electrical load disaggregation approach for low-sampled smart meter data. BuildSys@SenSys (2022)
Aditya Das Sarma, Utso Majumder, Vishnu Vaidya, M. Girish Chandra, Achanna Anil Kumar, Sayantan Pramanik
On Quantum-Assisted LDPC Decoding Augmented with Classical Post-processing. PPAM (2) (2022)
Utso Majumder, Aditya Das Sarma, Vishnu Vaidya, M. Girish Chandra
On Quantum-Enhanced LDPC Decoding for Rayleigh Fading Channels. SEC (2022)
Spoorthy Paresh, Naveen Kumar Thokala, Vishnu Brindavanam, M. Girish Chandra
A representational learning assisted matrix factorization approach for electrical load disaggregation. BuildSys@SenSys (2021)
Bhaskar Ramasubramanian, M. A. Rajan, M. Girish Chandra, Rance Cleaveland, Steven I. Marcus
Resilience to Denial-of-Service and Integrity Attacks: A Structured Systems Approach. CoRR (2021)
Sayantan Pramanik, M. Girish Chandra
On Generating a Probability Distribution Amenable to NISQ Using Modifications to Grover's Algorithm. QCE (2021)
Andrew Gigie, Achanna Anil Kumar, Angshul Majumdar, Kriti Kumar, M. Girish Chandra
Joint Coupled Transform Learning Framework for Multimodal Image Super-Resolution. ICASSP (2021)
Arup Kumar Das, Kriti Kumar, Angshul Majumdar, Saurabh Sahu, M. Girish Chandra
Multi-Sensor Fusion Framework using Discriminative Autoencoders. EUSIPCO (2021)
Kriti Kumar, Saurabh Sahu, Angshul Majumdar, M. Girish Chandra
AutoFuse: A Semi-supervised Autoencoder based Multi-Sensor Fusion Framework. IJCNN (2021)
Sayantan Pramanik, M. Girish Chandra
On a Possible Quantum Variational Autoencoder Circuit. IJCNN (2021)
Arup Kumar Das, Kriti Kumar, Rahul D. Gavas, Dibyanshu Jaiswal, Debatri Chatterjee, Ramesh Kumar Ramakrishnan, M. Girish Chandra, Arpan Pal
Cognitive Fatigue Detection from EEG Signals using Topological Signal Processing. EUSIPCO (2020)
Rahul Gavas, Mithun B. Sheshachala, Debatri Chatterjee, Ramesh Kumar Ramakrishnan, Venkata Subramanian Viraraghavan, Achanna Anil Kumar, M. Girish Chandra
Blink rate variability: a marker of sustained attention during a visual task. UbiComp/ISWC Adjunct (2020)
Saurabh Sahu, Kriti Kumar, Angshul Majumdar, M. Girish Chandra
Deep Transform Learning for Multi-Sensor Fusion. EUSIPCO (2020)
Kriti Kumar, M. Girish Chandra
Transform Learning Assisted Graph Signal Processing for Low Rate Electrical Load Disaggregation. EUSIPCO (2020)
Spoorthy Paresh, Naveen Kumar Thokala, Angshul Majumdar, M. Girish Chandra
Multi-Label Auto-Encoder based Electrical Load Disaggregation. IJCNN (2020)
Kriti Kumar, M. Girish Chandra, Achanna Anil Kumar, Naveen Kumar Thokala
Low Sampling Rate Electrical Load Disaggregation Using Dictionary Representation and Graph Signal Smoothness. e-Energy (2019)
Spoorthy Paresh, Naveen Kumar Thokala, M. Girish Chandra
Electrical Load Disaggregation using a two-stage deep learning approach. BuildSys@SenSys (2019)
Naveen Kumar Thokala, Kriti Kumar, M. Girish Chandra, Karumanchi Ravikumar
Long-Term Forecasting of Heterogenous Variables with Automatic Algorithm Selection. IWANN (1) (2019)
Kriti Kumar, Angshul Majumdar, M. Girish Chandra, Achanna Anil Kumar
Transform Learning Based Function Approximation for Regression and Forecasting. AALTD@PKDD/ECML (2019)
Sanjay Manjunath, Achanna Anil Kumar, M. Girish Chandra, Tapas Chakravarty
Near-Field Sub-Nyquist Source Localization via Uniform Linear Array. IEEE SENSORS (2019)
K. Ravikumar, Kriti Kumar, Naveen Kumar Thokala, M. Girish Chandra
Enterprise System Response Time Prediction Using Non-stationary Function Approximations. IWANN (1) (2019)
Naveen Kumar Thokala, S. Spoorthy, M. Girish Chandra
A Scalable Long-Horizon Forecasting of Building Electricity Consumption. IWANN (1) (2019)
Rajasekhar Gopu, Anusha Gudimallam, Vishnu Brindavanam, Naveen Kumar Thokala, M. Girish Chandra
On Electrical Load Disaggregation using Recurrent Neural Networks. BuildSys@SenSys (2019)
Subbareddy Batreddy, Kriti Kumar, M. Girish Chandra
On Using Graph Signal Processing for Electrical Load Disaggregation. HiPC Workshops (2019)
Kriti Kumar, M. Girish Chandra, Aakanksha Bapna, Achanna Anil Kumar
Graph Structured Dictionary for Regression. EUSIPCO (2018)
Achanna Anil Kumar, N. Narendra, P. Balamuralidhar, M. Girish Chandra
Computationally Efficient Image Super Resolution from Totally Aliased Low Resolution Images. EUSIPCO (2018)
Naveen Kumar Thokala, Aakanksha Bapna, M. Girish Chandra
A deployable electrical load forecasting solution for commercial buildings. ICIT (2018)
Achanna Anil Kumar, N. Narendra, M. Girish Chandra, Kriti Kumar
Sampling and Reconstruction of Band-limited Graph Signals using Graph Syndromes. EUSIPCO (2018)
Achanna Anil Kumar, N. Narendra, P. Balamuralidhar, M. Girish Chandra
Efficient Ambiguity Resolution in Polarimetric Multi-View Stereo. EUSIPCO (2018)
Kriti Kumar, Aakanksha Bapna, M. Girish Chandra, Naveen Kumar Thokala
Tool Wear Prediction using Function Approximation Driven by Signal Processing. IECON (2018)
Kriti Kumar, Angshul Majumdar, M. Girish Chandra, Achanna Anil Kumar
Regressing Kernel Dictionary Learning. ICASSP (2018)
Achanna Anil Kumar, M. Girish Chandra, P. Balamuralidhar
Joint frequency and 2-D DOA recovery with sub-Nyquist difference space-time array. EUSIPCO (2017)
N. Narendra, Achanna Anil Kumar, M. Girish Chandra, P. Balamuralidhar
On efficient encoding of foreground objects using Hermitian Symmetric DFT codes. APSIPA (2016)
Rahul Sinha, S. Spoorthy, Prerna Khurana, M. Girish Chandra
Power system load data models and disaggregation based on sparse approximations. INDIN (2016)
Bhaskar Ramasubramanian, M. A. Rajan, M. Girish Chandra
Structural resilience of cyberphysical systems under attack. ACC (2016)
Prasant Misra, Achanna Anil Kumar, M. Girish Chandra, P. Balamurali
Energy Efficient GPS Acquisition with Sparse-GPS+: Poster Abstract. SenSys (2016)
M. A. Rajan, Ashley Varghese, N. Narendra, Meena Singh, V. L. Shivraj, M. Girish Chandra, P. Balamuralidhar
Security and Privacy for Real Time Video Streaming Using Hierarchical Inner Product Encryption Based Publish-Subscribe Architecture. AINA Workshops (2016)
Naveen Kumar Thokala, M. Girish Chandra
Disaggregated Forecasting for Large Office Buildings: Poster Abstract. BuildSys@SenSys (2016)
Achanna Anil Kumar, Sirajudeen Gulam Razul, M. Girish Chandra, Chong Meng Samson See, P. Balamuralidhar
Joint frequency and direction of arrival estimation with space-time array. SAM (2016)
Snigdha Tariyal, N. Narendra, M. Girish Chandra
JL Lemma Based Dimensionality Reduction: On Using CDS Based Partial Fourier Matrices. HiPC Workshops (2015)
Aditya Rao, Deepthi P., C. H. Renumadhavi, M. Girish Chandra, Rajgopal Srinivasan
Compressed Sensing Methods for DNA Microarrays, RNA Interference, and Metagenomics. J. Comput. Biol. 22 (2) (2015)
Bharat Venkitesh, Pavan Kumar Reddy K, M. Girish Chandra
Sequential Multilinear Subspace Based Event Detection in Large Video Data Sequences. HiPC Workshops (2015)
S. Guruprasad, M. Girish Chandra, P. Balamuralidhar
A learning approach for identification of refrigerator load from aggregate load signal. ICACCI (2014)
Krishnan Srinivasarengan, Y. G. Goutam, M. Girish Chandra
Home Energy Simulation for Non-Intrusive Load Monitoring Applications. ES4CPS@DATE (2014)
Krishnan Srinivasarengan, Y. G. Goutam, M. Girish Chandra
A Knowledge Based Approach for Disaggregation of Low Frequency Consumption Data. SIRS (2014)
Kriti Kumar, Ashley Varghese, Pavan K. Reddy, N. Narendra, Prashanth Swamy, M. Girish Chandra, P. Balamuralidhar
An Improved Tracking using IMU and Vision Fusion for Mobile Augmented Reality Applications. CoRR (2014)
N. Narendra, Pavan K. Reddy, Kriti Kumar, Ashley Varghese, Prashanth Swamy, M. Girish Chandra, P. Balamuralidhar
MobiCoStream: Real-time collaborative video upstream for Mobile Augmented Reality applications. IEEE ANTS (2014)
Krishnan Srinivasarengan, Y. G. Goutam, M. Girish Chandra, Swanand Kadhe
A Framework for Non Intrusive Load Monitoring Using Bayesian Inference. IMIS (2013)
Y. G. Goutam, M. Girish Chandra, Krishnan Srinivasarengan, Swanand Kadhe
On electrical load disaggregation using factor graphs. ICACCI (2013)
Swanand Kadhe, M. Girish Chandra, Balaji Janakiram
A Network Coding Based Framework for Construction of Systematic Minimum Bandwidth Regenerating (MBR) Codes for Distributed Storage. COMAD (2013)
N. Venkatesh, Ruchir Gulati, Rajeev Bhujade, M. Girish Chandra
Fixed-point implementation of isolated sub-word level speech recognition using hidden Markov models. SAC (2011)
M. Raja Sekar, Vijay Vaidehi, P. Balamuralidhar, M. Girish Chandra
A Real Time Surveillance System Using Wired and Wireless Sensor Networks by Multi-algorithmic Approach. DICTA (2011)
B. S. Adiga, M. Girish Chandra, Shreeniwas Sapre
Guaranteed error correction based on Fourier Compressive Sensing and Projective Geometry. ICASSP (2011)
Rajarajan Sivaraj, Aravind Kota Gopalakrishna, M. Girish Chandra, P. Balamuralidhar
QoS-enabled group communication in integrated VANET-LTE heterogeneous wireless networks. WiMob (2011)
Jaydip Sen, M. Girish Chandra, Harihara S. G., Harish Reddy, P. Balamuralidhar
A Mechanism for Detection of Gray Hole Attack in Mobile Ad Hoc Networks CoRR (2011)
Jaydip Sen, M. Girish Chandra, P. Balamuralidhar, Harihara S. G., Harish Reddy
A Distributed Protocol for Detection of Packet Dropping Attack in Mobile Ad Hoc Networks CoRR (2011)
Jaydip Sen, P. Balamuralidhar, M. Girish Chandra, Harihara S. G., Harish Reddy
Context Aware End-to-End Connectivity Management CoRR (2010)
R. Bhargavi, Vijay Vaidehi, P. T. V. Bhuvaneswari, P. Balamuralidhar, M. Girish Chandra
Complex Event Processing for object tracking and intrusion detection in Wireless Sensor Networks. ICARCV (2010)
R. Bhargavi, Vijay Vaidehi, P. T. V. Bhuvaneswari, P. Balamurali, M. Girish Chandra
Complex Event Processing for Object Tracking in Wireless Sensor Networks. Web Intelligence/IAT Workshops (2010)
Vijay Vaidehi, N. T. Naresh Babu, H. Avinash, M. D. Vimal, A. Sumitra, P. Balamuralidhar, M. Girish Chandra
Face recognition using discrete cosine transform and fisher linear discriminant. ICARCV (2010)
Subramanyam G. Harihara, Balaji Janakiram, M. Girish Chandra, Aravind Kota Gopalakrishna, Swanand Kadhe, P. Balamuralidhar, B. S. Adiga
SpreadStore: A LDPC Erasure Code Scheme for Distributed Storage System. DSDE (2010)
Aravind Kota Gopalakrishna, Tapas Chakravarty, M. Girish Chandra, P. Balamuralidhar
On the architecture of vehicle tracking system using wireless sensor devices. ICUMT (2009)
Harihara S. G., M. Girish Chandra, Tarakapraveen Uppalapati, B. S. Adiga
Decoding architectures for Projective Geometry based LDPC codes. Wireless Days (2008)
Jaydip Sen, M. Girish Chandra, P. Balamuralidhar, Harihara S. G., Harish Reddy
A Scheme of Certificate Authority for Ad Hoc Networks. DEXA Workshops (2007)
Harish Reddy, M. Girish Chandra, P. Balamuralidhar, Harihara S. G., Kaushik Bhattacharya, Edward Joseph
An Improved Time-of-Arrival Estimation for WLAN-Based Local Positioning. COMSWARE (2007)
M. Girish Chandra, S. V. Narasimhan
Exponential power estimation (EPE) based adaptive equalization for stationary and time varying channels. Signal Process. 54 (1) (1996)